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ISSN 打印: 2689-3967
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Current YearVolume 6, 2025 / Issue 1SPECIAL ISSUE: MACHINE LEARNING FOR LARGE-SCALE SCIENTIFIC DATA DOI: 10.1615/JMachLearnModelComput.v6.i1 Table of Contents: 
PREFACE: MACHINE LEARNING FOR LARGE-SCALE SCIENTIFIC DATA
Guannan Zhang, Pei Zhang
 
 
Guannan Zhang  
Pei Zhang DOI: 10.1615/JMachLearnModelComput.2025059283 
HYBRID PDE-DEEP NEURAL NETWORK MODEL FOR CALCIUM DYNAMICS IN NEURONS
Abel  Gurung, Qingguang Guan
 
 
Abel  Gurung  
Qingguang Guan DOI: 10.1615/JMachLearnModelComput.2024055000 
PARAMETER ESTIMATION FOR THE REDUCED FRACTURE MODEL VIA A DIRECT FILTER METHOD
Toan Huynh, Feng Bao, Thi-Thao-Phuong  Hoang
 
 
Toan Huynh  
Feng Bao  
Thi-Thao-Phuong  Hoang DOI: 10.1615/JMachLearnModelComput.2024056400 
DEEP NEURAL NETWORK FOR SOLVING POISSON−BOLTZMANN EQUATIONS ON PROTEIN SURFACES
Duan  Chen, Cuiyu He, Xiaozhe  Hu, Lin  Mu, Zhaiming  Shen
 
 
Duan  Chen  
Cuiyu He  
Xiaozhe  Hu  
Lin  Mu  
Zhaiming  Shen DOI: 10.1615/JMachLearnModelComput.2025057332 
NONLINEAR REDUCED ORDER MODELING USING CONVOLUTION AUTOENCODER FOR THE QUASI-GEOSTROPHIC EQUATION
Xuping Xie
 
 
Xuping Xie DOI: 10.1615/JMachLearnModelComput.2025057745 
LEARNING EPIDEMIOLOGICAL DYNAMICS VIA THE FINITE EXPRESSION METHOD
Jianda  Du, Senwei  Liang, Chunmei Wang
 
 
Jianda  Du  
Senwei  Liang  
Chunmei Wang DOI: 10.1615/JMachLearnModelComput.2025057903  | 
 
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